“In the field of high-strength aluminum alloy composition design, researchers have constructed a machine learning model for predicting the hardness of aluminum alloys based on 154 sets of sample data, revealing the complex synergistic effects between alloy elements and providing a new method for the initial screening and prediction of mechanical properties of aluminum alloys.”